Ricardo A. S. Fernandes

Predicting the direction, maximum, minimum and closing prices of daily Bitcoin exchange rate using machine learning techniques

Dennys Mallqui, Ricardo A. S. Fernandes · Applied Soft Computing · 2018 · 238 citations

Data Science, Machine Learning Techniques, Predictive Analytics +12

Feature Extraction and Power Quality Disturbances Classification Using Smart Meters Signals

Fábbio A. S. Borges, Ricardo A. S. Fernandes, Ivan Nunes da Silva et al. · IEEE Transactions on Industrial Informatics · 2015 · 232 citations · Full text

Electrical Engineering, Engineering, Feature Extraction Step +14

Maximum and minimum stock price forecasting of Brazilian power distribution companies based on artificial neural networks

Leonel A. Laboissiere, Ricardo A. S. Fernandes, Guilherme G. Lage · Applied Soft Computing · 2015 · 166 citations

Artificial Neural Networks, Predictive Analytics, Demand Forecasting +6

A survey on adaptive protection of microgrids and distribution systems with distributed generators

Pedro Henrique Aquino Barra, Denis V. Coury, Ricardo A. S. Fernandes · Renewable and Sustainable Energy Reviews · 2019 · 153 citations · Full text

Distributed Energy System, Electrical Engineering, Engineering +11

Fuzzy-based approach for power smoothing of a full-converter wind turbine generator using a supercapacitor energy storage

Wilhiam C. de Carvalho, Rodrigo P. Bataglioli, Ricardo A. S. Fernandes et al. · Electric Power Systems Research · 2020 · 81 citations · Full text

Power Smoothing, Electrical Engineering, Engineering +10